{"id":"W6942430208","doi":"10.1371/journal.pone.0307106.s002","title":"Factors associated with improved physical health.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Depression (economics); Obesity; Physical health; Health care; Public health; Physical activity; Cross-sectional study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009152932,0.0003106588,0.0003283926,0.0009900017,0.0004868908,0.00113867,0.0003832826,0.0007322476,0.01743936],"category_scores_gemma":[0.00534573,0.0002287301,0.001046429,0.001753762,0.0003894505,0.0005686401,0.0008654461,0.001403178,0.001720832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750213,"about_ca_system_score_gemma":0.0006821582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128233,"about_ca_topic_score_gemma":0.01948453,"domain_scores_codex":[0.998704,0.0003502179,0.0001796446,0.0002537516,0.0002328282,0.0002795026],"domain_scores_gemma":[0.9968615,0.0003623588,0.001715421,0.0001515007,0.0003140713,0.0005952012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009865982,0.00006266996,0.9844545,0.0001637795,0.000168819,0.0000640775,0.00009532663,0.00005676113,0.00004935421,0.0001081535,0.00280846,0.01186936],"study_design_scores_gemma":[0.000005428164,0.00003023607,0.9982671,0.00004737512,0.00004579701,0.00007816297,0.00009674833,0.00005444404,0.0000114416,0.00006660382,0.001291615,0.00000491727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9005735,0.02279152,0.001073119,0.007507076,0.0007403864,0.0002252081,0.02843272,0.0001080632,0.03854835],"genre_scores_gemma":[0.9887581,0.002099923,0.0003573354,0.0005452496,0.0002040161,0.0000682238,0.004424606,0.00001587688,0.003526626],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01743936,"threshold_uncertainty_score":0.05834049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886562732106063,"score_gpt":0.2516824893463932,"score_spread":0.2028168620253326,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}